Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 24078 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.3 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 8 |
Attempted is highly overall correlated with Full | High correlation |
NumberOfMajors is highly overall correlated with NumberOfUniqueMajors | High correlation |
NumberOfUniqueMajors is highly overall correlated with NumberOfMajors | High correlation |
Full is highly overall correlated with Attempted | High correlation |
Ethnicity is highly overall correlated with IsHispanic | High correlation |
IsHispanic is highly overall correlated with Ethnicity | High correlation |
Dev is highly imbalanced (75.6%) | Imbalance |
Ethnicity is highly imbalanced (54.7%) | Imbalance |
IsHispanic is highly imbalanced (60.5%) | Imbalance |
Internet has 11642 (48.4%) zeros | Zeros |
PercentageOfRepeats has 20092 (83.4%) zeros | Zeros |
PercentageOfHistDrop has 16928 (70.3%) zeros | Zeros |
CumGPALast has 370 (1.5%) zeros | Zeros |
PercentageOfAbsence has 8873 (36.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-18 19:02:21.353741 |
|---|---|
| Analysis finished | 2023-05-18 19:02:57.358801 |
| Duration | 36.01 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
StudentID
Real number (ℝ)
| Distinct | 11440 |
|---|---|
| Distinct (%) | 47.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.375135 × 109 |
| Minimum | 1.0100118 × 108 |
|---|---|
| Maximum | 1.0112752 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 1.0100118 × 108 |
|---|---|
| 5-th percentile | 1.9500906 × 108 |
| Q1 | 5.5600459 × 108 |
| median | 1.0111105 × 1010 |
| Q3 | 1.0111117 × 1010 |
| 95-th percentile | 1.011274 × 1010 |
| Maximum | 1.0112752 × 1010 |
| Range | 1.0011751 × 1010 |
| Interquartile range (IQR) | 9.5551128 × 109 |
Descriptive statistics
| Standard deviation | 4.7022347 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.73758983 |
| Kurtosis | -1.780313 |
| Mean | 6.375135 × 109 |
| Median Absolute Deviation (MAD) | 1630342 |
| Skewness | -0.46538127 |
| Sum | 1.535005 × 1014 |
| Variance | 2.2111012 × 1019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.011110424 × 1010 | 11 | < 0.1% |
| 1.011110321 × 1010 | 10 | < 0.1% |
| 673006251 | 10 | < 0.1% |
| 396009807 | 10 | < 0.1% |
| 1.011110503 × 1010 | 9 | < 0.1% |
| 414008883 | 9 | < 0.1% |
| 1.011110491 × 1010 | 9 | < 0.1% |
| 712001867 | 9 | < 0.1% |
| 716002765 | 9 | < 0.1% |
| 252003703 | 9 | < 0.1% |
| Other values (11430) | 23983 |
| Value | Count | Frequency (%) |
| 101001184 | 2 | < 0.1% |
| 101003030 | 3 | |
| 101004016 | 1 | < 0.1% |
| 101009897 | 3 | |
| 102001082 | 1 | < 0.1% |
| 102002426 | 2 | < 0.1% |
| 102002757 | 4 | |
| 102004142 | 2 | < 0.1% |
| 102007458 | 1 | < 0.1% |
| 102008114 | 5 |
| Value | Count | Frequency (%) |
| 1.011275214 × 1010 | 1 | |
| 1.011275214 × 1010 | 1 | |
| 1.01127521 × 1010 | 1 | |
| 1.011275208 × 1010 | 1 | |
| 1.011275207 × 1010 | 1 | |
| 1.011275207 × 1010 | 1 | |
| 1.011275203 × 1010 | 1 | |
| 1.011275201 × 1010 | 1 | |
| 1.011275201 × 1010 | 1 | |
| 1.011275201 × 1010 | 1 |
Attempted
Real number (ℝ)
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2604868 |
| Minimum | 1 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 9 |
| Q3 | 13 |
| 95-th percentile | 16 |
| Maximum | 26 |
| Range | 25 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.1064977 |
|---|---|
| Coefficient of variation (CV) | 0.44344296 |
| Kurtosis | -0.42455466 |
| Mean | 9.2604868 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.35569483 |
| Sum | 222974 |
| Variance | 16.863323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 3608 | |
| 8 | 2592 | |
| 13 | 2468 | |
| 3 | 2370 | |
| 9 | 2360 | |
| 12 | 2112 | |
| 10 | 1527 | |
| 7 | 1455 | |
| 4 | 1205 | 5.0% |
| 14 | 914 | 3.8% |
| Other values (16) | 3467 |
| Value | Count | Frequency (%) |
| 1 | 18 | 0.1% |
| 2 | 42 | 0.2% |
| 3 | 2370 | |
| 4 | 1205 | 5.0% |
| 5 | 101 | 0.4% |
| 6 | 3608 | |
| 7 | 1455 | |
| 8 | 2592 | |
| 9 | 2360 | |
| 10 | 1527 |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 25 | 7 | < 0.1% |
| 24 | 4 | < 0.1% |
| 23 | 21 | 0.1% |
| 22 | 23 | 0.1% |
| 21 | 58 | 0.2% |
| 20 | 53 | 0.2% |
| 19 | 314 | |
| 18 | 166 | |
| 17 | 251 |
Full
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 24078 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 17050 | |
| 1 | 7028 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 17050 | |
| 1 | 7028 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17050 | |
| 1 | 7028 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17050 | |
| 1 | 7028 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17050 | |
| 1 | 7028 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17050 | |
| 1 | 7028 |
Age
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.934255 |
| Minimum | 14 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 18 |
| median | 20 |
| Q3 | 26 |
| 95-th percentile | 43 |
| Maximum | 75 |
| Range | 61 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 8.676219 |
|---|---|
| Coefficient of variation (CV) | 0.36250215 |
| Kurtosis | 3.5002275 |
| Mean | 23.934255 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.8893765 |
| Sum | 576289 |
| Variance | 75.276776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 3608 | |
| 19 | 3197 | |
| 20 | 2505 | 10.4% |
| 17 | 2439 | 10.1% |
| 21 | 1801 | 7.5% |
| 22 | 1193 | 5.0% |
| 23 | 912 | 3.8% |
| 24 | 717 | 3.0% |
| 25 | 616 | 2.6% |
| 26 | 540 | 2.2% |
| Other values (48) | 6550 |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 15 | 135 | 0.6% |
| 16 | 483 | 2.0% |
| 17 | 2439 | |
| 18 | 3608 | |
| 19 | 3197 | |
| 20 | 2505 | |
| 21 | 1801 | |
| 22 | 1193 | 5.0% |
| 23 | 912 | 3.8% |
| Value | Count | Frequency (%) |
| 75 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
| 69 | 1 | < 0.1% |
| 68 | 4 | < 0.1% |
| 67 | 7 | < 0.1% |
| 66 | 3 | < 0.1% |
| 65 | 10 | |
| 64 | 7 | < 0.1% |
| 63 | 8 | < 0.1% |
| 62 | 21 |
Dev
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.2 KiB |
| 0 | |
|---|---|
| 1 | 1702 |
| 2 | 340 |
| 3 | 32 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 24078 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 22004 | |
| 1 | 1702 | 7.1% |
| 2 | 340 | 1.4% |
| 3 | 32 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 22004 | |
| 1 | 1702 | 7.1% |
| 2 | 340 | 1.4% |
| 3 | 32 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22004 | |
| 1 | 1702 | 7.1% |
| 2 | 340 | 1.4% |
| 3 | 32 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22004 | |
| 1 | 1702 | 7.1% |
| 2 | 340 | 1.4% |
| 3 | 32 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22004 | |
| 1 | 1702 | 7.1% |
| 2 | 340 | 1.4% |
| 3 | 32 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22004 | |
| 1 | 1702 | 7.1% |
| 2 | 340 | 1.4% |
| 3 | 32 | 0.1% |
Internet
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1032062 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 11642 |
| Zeros (%) | 48.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.407834 |
|---|---|
| Coefficient of variation (CV) | 1.2761295 |
| Kurtosis | 1.4645788 |
| Mean | 1.1032062 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3628079 |
| Sum | 26563 |
| Variance | 1.9819966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11642 | |
| 1 | 5074 | |
| 2 | 3528 | 14.7% |
| 3 | 1941 | 8.1% |
| 4 | 1147 | 4.8% |
| 5 | 522 | 2.2% |
| 6 | 164 | 0.7% |
| 7 | 54 | 0.2% |
| 8 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 11642 | |
| 1 | 5074 | |
| 2 | 3528 | 14.7% |
| 3 | 1941 | 8.1% |
| 4 | 1147 | 4.8% |
| 5 | 522 | 2.2% |
| 6 | 164 | 0.7% |
| 7 | 54 | 0.2% |
| 8 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 54 | 0.2% |
| 6 | 164 | 0.7% |
| 5 | 522 | 2.2% |
| 4 | 1147 | 4.8% |
| 3 | 1941 | 8.1% |
| 2 | 3528 | 14.7% |
| 1 | 5074 | |
| 0 | 11642 |
PercentageOfRepeats
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.091595636 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 20092 |
| Zeros (%) | 83.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.71428571 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2391691 |
|---|---|
| Coefficient of variation (CV) | 2.6111408 |
| Kurtosis | 6.7928142 |
| Mean | 0.091595636 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.776851 |
| Sum | 2205.4397 |
| Variance | 0.057201859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20092 | |
| 1 | 951 | 3.9% |
| 0.5 | 547 | 2.3% |
| 0.25 | 426 | 1.8% |
| 0.3333333333 | 415 | 1.7% |
| 0.2 | 371 | 1.5% |
| 0.6666666667 | 293 | 1.2% |
| 0.4 | 261 | 1.1% |
| 0.1666666667 | 154 | 0.6% |
| 0.75 | 125 | 0.5% |
| Other values (27) | 443 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 20092 | |
| 0.09090909091 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.1111111111 | 1 | < 0.1% |
| 0.125 | 14 | 0.1% |
| 0.1428571429 | 42 | 0.2% |
| 0.1666666667 | 154 | 0.6% |
| 0.2 | 371 | 1.5% |
| 0.2222222222 | 8 | < 0.1% |
| 0.25 | 426 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 951 | |
| 0.9 | 1 | < 0.1% |
| 0.8888888889 | 3 | < 0.1% |
| 0.875 | 7 | < 0.1% |
| 0.8571428571 | 15 | 0.1% |
| 0.8333333333 | 23 | 0.1% |
| 0.8 | 66 | 0.3% |
| 0.7777777778 | 2 | < 0.1% |
| 0.75 | 125 | 0.5% |
| 0.7272727273 | 2 | < 0.1% |
PercentageOfHistDrop
Real number (ℝ)
| Distinct | 302 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.055235649 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 16928 |
| Zeros (%) | 70.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.058823529 |
| 95-th percentile | 0.28571429 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.058823529 |
Descriptive statistics
| Standard deviation | 0.12639639 |
|---|---|
| Coefficient of variation (CV) | 2.2883119 |
| Kurtosis | 20.678625 |
| Mean | 0.055235649 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.9113459 |
| Sum | 1329.964 |
| Variance | 0.015976048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16928 | |
| 0.2 | 358 | 1.5% |
| 0.25 | 325 | 1.3% |
| 0.1666666667 | 269 | 1.1% |
| 0.3333333333 | 261 | 1.1% |
| 0.1428571429 | 256 | 1.1% |
| 0.1111111111 | 243 | 1.0% |
| 0.125 | 239 | 1.0% |
| 0.5 | 223 | 0.9% |
| 0.1 | 203 | 0.8% |
| Other values (292) | 4773 | 19.8% |
| Value | Count | Frequency (%) |
| 0 | 16928 | |
| 0.01754385965 | 2 | < 0.1% |
| 0.01886792453 | 1 | < 0.1% |
| 0.01923076923 | 1 | < 0.1% |
| 0.01960784314 | 1 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| 0.02040816327 | 3 | < 0.1% |
| 0.02083333333 | 3 | < 0.1% |
| 0.02127659574 | 3 | < 0.1% |
| 0.02173913043 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 144 | |
| 0.8333333333 | 2 | < 0.1% |
| 0.8 | 4 | < 0.1% |
| 0.75 | 10 | < 0.1% |
| 0.7142857143 | 2 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.6666666667 | 33 | 0.1% |
| 0.6363636364 | 1 | < 0.1% |
| 0.625 | 3 | < 0.1% |
| 0.6153846154 | 2 | < 0.1% |
TermCode
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.2 KiB |
| B17C | |
|---|---|
| B18C | |
| B17Q | |
| B19C | |
| B23C | |
| Other values (8) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 96312 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B17C |
|---|---|
| 2nd row | B18Q |
| 3rd row | B17C |
| 4th row | B17C |
| 5th row | B19Q |
Common Values
| Value | Count | Frequency (%) |
| B17C | 3221 | |
| B18C | 3138 | |
| B17Q | 2551 | |
| B19C | 2079 | |
| B23C | 1962 | |
| B21C | 1843 | |
| B22C | 1704 | |
| B19Q | 1611 | |
| B18Q | 1584 | |
| B22Q | 1412 | |
| Other values (3) | 2973 |
Length
| Value | Count | Frequency (%) |
| b17c | 3221 | |
| b18c | 3138 | |
| b17q | 2551 | |
| b19c | 2079 | |
| b23c | 1962 | |
| b21c | 1843 | |
| b22c | 1704 | |
| b19q | 1611 | |
| b18q | 1584 | |
| b22q | 1412 | |
| Other values (3) | 2973 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 24078 | |
| 1 | 17412 | |
| C | 14141 | |
| 2 | 13010 | |
| Q | 9937 | |
| 7 | 5772 | 6.0% |
| 8 | 4722 | 4.9% |
| 9 | 3690 | 3.8% |
| 3 | 1962 | 2.0% |
| 0 | 1588 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 48156 | |
| Decimal Number | 48156 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 17412 | |
| 2 | 13010 | |
| 7 | 5772 | 12.0% |
| 8 | 4722 | 9.8% |
| 9 | 3690 | 7.7% |
| 3 | 1962 | 4.1% |
| 0 | 1588 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 24078 | |
| C | 14141 | |
| Q | 9937 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 48156 | |
| Common | 48156 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 17412 | |
| 2 | 13010 | |
| 7 | 5772 | 12.0% |
| 8 | 4722 | 9.8% |
| 9 | 3690 | 7.7% |
| 3 | 1962 | 4.1% |
| 0 | 1588 | 3.3% |
Latin
| Value | Count | Frequency (%) |
| B | 24078 | |
| C | 14141 | |
| Q | 9937 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 96312 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 24078 | |
| 1 | 17412 | |
| C | 14141 | |
| 2 | 13010 | |
| Q | 9937 | |
| 7 | 5772 | 6.0% |
| 8 | 4722 | 4.9% |
| 9 | 3690 | 3.8% |
| 3 | 1962 | 2.0% |
| 0 | 1588 | 1.6% |
MajorChangedFromLast
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 24078 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 20861 | |
| 1 | 3217 | 13.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 20861 | |
| 1 | 3217 | 13.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 20861 | |
| 1 | 3217 | 13.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 20861 | |
| 1 | 3217 | 13.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 20861 | |
| 1 | 3217 | 13.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 20861 | |
| 1 | 3217 | 13.4% |
NumberOfMajors
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5774981 |
| Minimum | 1 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.3878038 |
|---|---|
| Coefficient of variation (CV) | 0.60740563 |
| Kurtosis | 2.4495501 |
| Mean | 5.5774981 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.3895451 |
| Sum | 134295 |
| Variance | 11.477214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 4060 | |
| 2 | 3877 | |
| 3 | 3439 | |
| 5 | 2964 | |
| 6 | 2169 | |
| 7 | 1805 | |
| 8 | 1454 | 6.0% |
| 9 | 1002 | 4.2% |
| 10 | 908 | 3.8% |
| 11 | 653 | 2.7% |
| Other values (17) | 1747 |
| Value | Count | Frequency (%) |
| 1 | 171 | 0.7% |
| 2 | 3877 | |
| 3 | 3439 | |
| 4 | 4060 | |
| 5 | 2964 | |
| 6 | 2169 | |
| 7 | 1805 | |
| 8 | 1454 | 6.0% |
| 9 | 1002 | 4.2% |
| 10 | 908 | 3.8% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 3 | < 0.1% |
| 24 | 4 | < 0.1% |
| 23 | 4 | < 0.1% |
| 22 | 14 | 0.1% |
| 21 | 17 | 0.1% |
| 20 | 26 | |
| 19 | 44 | |
| 18 | 50 |
NumberOfUniqueMajors
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5147853 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7413366 |
|---|---|
| Coefficient of variation (CV) | 0.48940045 |
| Kurtosis | 2.1854944 |
| Mean | 1.5147853 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4849018 |
| Sum | 36473 |
| Variance | 0.54957995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 14667 | |
| 2 | 6977 | |
| 3 | 1953 | 8.1% |
| 4 | 418 | 1.7% |
| 5 | 57 | 0.2% |
| 6 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 14667 | |
| 2 | 6977 | |
| 3 | 1953 | 8.1% |
| 4 | 418 | 1.7% |
| 5 | 57 | 0.2% |
| 6 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 6 | < 0.1% |
| 5 | 57 | 0.2% |
| 4 | 418 | 1.7% |
| 3 | 1953 | 8.1% |
| 2 | 6977 | |
| 1 | 14667 |
CumGPALast
Real number (ℝ)
| Distinct | 3939 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0147963 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 370 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 2.563825 |
| median | 3.125 |
| Q3 | 3.6471 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1.083275 |
Descriptive statistics
| Standard deviation | 0.83323746 |
|---|---|
| Coefficient of variation (CV) | 0.27638267 |
| Kurtosis | 1.8044744 |
| Mean | 3.0147963 |
| Median Absolute Deviation (MAD) | 0.5417 |
| Skewness | -1.1971195 |
| Sum | 72590.267 |
| Variance | 0.69428467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3393 | 14.1% |
| 3 | 1989 | 8.3% |
| 3.5 | 943 | 3.9% |
| 2 | 869 | 3.6% |
| 2.5 | 555 | 2.3% |
| 0 | 370 | 1.5% |
| 3.25 | 305 | 1.3% |
| 3.75 | 288 | 1.2% |
| 3.3333 | 246 | 1.0% |
| 3.6667 | 246 | 1.0% |
| Other values (3929) | 14874 |
| Value | Count | Frequency (%) |
| 0 | 370 | |
| 0.0909 | 1 | < 0.1% |
| 0.1364 | 1 | < 0.1% |
| 0.1429 | 3 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.1667 | 1 | < 0.1% |
| 0.1765 | 1 | < 0.1% |
| 0.1818 | 2 | < 0.1% |
| 0.1875 | 1 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 3393 | |
| 3.9897 | 1 | < 0.1% |
| 3.969 | 1 | < 0.1% |
| 3.9634 | 1 | < 0.1% |
| 3.962 | 1 | < 0.1% |
| 3.961 | 1 | < 0.1% |
| 3.96 | 1 | < 0.1% |
| 3.9592 | 1 | < 0.1% |
| 3.9577 | 2 | < 0.1% |
| 3.9565 | 1 | < 0.1% |
PercentageOfAbsence
Real number (ℝ)
| Distinct | 1373 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.092939393 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 8873 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 188.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.04 |
| Q3 | 0.11764706 |
| 95-th percentile | 0.39655172 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.11764706 |
Descriptive statistics
| Standard deviation | 0.14427427 |
|---|---|
| Coefficient of variation (CV) | 1.5523479 |
| Kurtosis | 8.33012 |
| Mean | 0.092939393 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 2.6523385 |
| Sum | 2237.7947 |
| Variance | 0.020815064 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8873 | |
| 0.1111111111 | 224 | 0.9% |
| 0.05882352941 | 224 | 0.9% |
| 0.125 | 209 | 0.9% |
| 0.05555555556 | 208 | 0.9% |
| 0.06666666667 | 196 | 0.8% |
| 0.0625 | 193 | 0.8% |
| 0.09090909091 | 191 | 0.8% |
| 0.1 | 190 | 0.8% |
| 0.1666666667 | 182 | 0.8% |
| Other values (1363) | 13388 |
| Value | Count | Frequency (%) |
| 0 | 8873 | |
| 0.007042253521 | 1 | < 0.1% |
| 0.007575757576 | 1 | < 0.1% |
| 0.007751937984 | 1 | < 0.1% |
| 0.008064516129 | 1 | < 0.1% |
| 0.008196721311 | 1 | < 0.1% |
| 0.008474576271 | 1 | < 0.1% |
| 0.008695652174 | 2 | < 0.1% |
| 0.008928571429 | 2 | < 0.1% |
| 0.009259259259 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 0.9756097561 | 1 | < 0.1% |
| 0.9736842105 | 1 | < 0.1% |
| 0.9696969697 | 1 | < 0.1% |
| 0.96875 | 1 | < 0.1% |
| 0.9666666667 | 1 | < 0.1% |
| 0.9622641509 | 1 | < 0.1% |
| 0.9615384615 | 1 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0.95 | 3 |
Ethnicity
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.2 KiB |
| White, Non-Hispanic | |
|---|---|
| Hispanic | |
| Black, Non-Hispanic | |
| American Indian or Alaskan Native | 1107 |
| Asian | 472 |
| Other values (5) | 425 |
Length
| Max length | 35 |
|---|---|
| Median length | 19 |
| Mean length | 17.754631 |
| Min length | 5 |
Characters and Unicode
| Total characters | 427496 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | White, Non-Hispanic |
|---|---|
| 2nd row | White, Non-Hispanic |
| 3rd row | White, Non-Hispanic |
| 4th row | Hispanic |
| 5th row | Hispanic |
Common Values
| Value | Count | Frequency (%) |
| White, Non-Hispanic | 16760 | |
| Hispanic | 3467 | 14.4% |
| Black, Non-Hispanic | 1847 | 7.7% |
| American Indian or Alaskan Native | 1107 | 4.6% |
| Asian | 472 | 2.0% |
| Unknown or Not Reported | 134 | 0.6% |
| International | 133 | 0.6% |
| unknown | 105 | 0.4% |
| Native Hawaiian or Pacific Islander | 48 | 0.2% |
| Not Hispanic or Latino | 5 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| non-hispanic | 18607 | |
| white | 16760 | |
| hispanic | 3472 | 7.3% |
| black | 1847 | 3.9% |
| or | 1294 | 2.7% |
| native | 1155 | 2.4% |
| american | 1107 | 2.3% |
| indian | 1107 | 2.3% |
| alaskan | 1107 | 2.3% |
| asian | 472 | 1.0% |
| Other values (8) | 794 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 65089 | |
| n | 46803 | 10.9% |
| a | 30492 | 7.1% |
| c | 25129 | 5.9% |
| s | 23706 | 5.5% |
| 23644 | 5.5% | |
| p | 22213 | 5.2% |
| H | 22127 | 5.2% |
| o | 20551 | 4.8% |
| N | 19901 | 4.7% |
| Other values (22) | 127841 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 301708 | |
| Uppercase Letter | 64930 | 15.2% |
| Space Separator | 23644 | 5.5% |
| Dash Punctuation | 18607 | 4.4% |
| Other Punctuation | 18607 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 65089 | |
| n | 46803 | |
| a | 30492 | |
| c | 25129 | 8.3% |
| s | 23706 | 7.9% |
| p | 22213 | 7.4% |
| o | 20551 | 6.8% |
| e | 19471 | 6.5% |
| t | 18459 | 6.1% |
| h | 16760 | 5.6% |
| Other values (9) | 13035 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 22127 | |
| N | 19901 | |
| W | 16760 | |
| A | 2686 | 4.1% |
| B | 1847 | 2.8% |
| I | 1288 | 2.0% |
| U | 134 | 0.2% |
| R | 134 | 0.2% |
| P | 48 | 0.1% |
| L | 5 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 23644 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 18607 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 18607 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 366638 | |
| Common | 60858 | 14.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 65089 | |
| n | 46803 | |
| a | 30492 | |
| c | 25129 | 6.9% |
| s | 23706 | 6.5% |
| p | 22213 | 6.1% |
| H | 22127 | 6.0% |
| o | 20551 | 5.6% |
| N | 19901 | 5.4% |
| e | 19471 | 5.3% |
| Other values (19) | 71156 |
Common
| Value | Count | Frequency (%) |
| 23644 | ||
| - | 18607 | |
| , | 18607 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 427496 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 65089 | |
| n | 46803 | 10.9% |
| a | 30492 | 7.1% |
| c | 25129 | 5.9% |
| s | 23706 | 5.5% |
| 23644 | 5.5% | |
| p | 22213 | 5.2% |
| H | 22127 | 5.2% |
| o | 20551 | 4.8% |
| N | 19901 | 4.7% |
| Other values (22) | 127841 |
Gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.2 KiB |
| Female | |
|---|---|
| Male | |
| unknown | 16 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.2387241 |
| Min length | 4 |
Characters and Unicode
| Total characters | 126138 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 14889 | |
| Male | 9173 | |
| unknown | 16 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 14889 | |
| male | 9173 | |
| unknown | 16 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 38951 | |
| a | 24062 | |
| l | 24062 | |
| F | 14889 | 11.8% |
| m | 14889 | 11.8% |
| M | 9173 | 7.3% |
| n | 48 | < 0.1% |
| u | 16 | < 0.1% |
| k | 16 | < 0.1% |
| o | 16 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 102076 | |
| Uppercase Letter | 24062 | 19.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 38951 | |
| a | 24062 | |
| l | 24062 | |
| m | 14889 | 14.6% |
| n | 48 | < 0.1% |
| u | 16 | < 0.1% |
| k | 16 | < 0.1% |
| o | 16 | < 0.1% |
| w | 16 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 14889 | |
| M | 9173 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 126138 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 38951 | |
| a | 24062 | |
| l | 24062 | |
| F | 14889 | 11.8% |
| m | 14889 | 11.8% |
| M | 9173 | 7.3% |
| n | 48 | < 0.1% |
| u | 16 | < 0.1% |
| k | 16 | < 0.1% |
| o | 16 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 126138 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 38951 | |
| a | 24062 | |
| l | 24062 | |
| F | 14889 | 11.8% |
| m | 14889 | 11.8% |
| M | 9173 | 7.3% |
| n | 48 | < 0.1% |
| u | 16 | < 0.1% |
| k | 16 | < 0.1% |
| o | 16 | < 0.1% |
IsHispanic
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.2 KiB |
| No | |
|---|---|
| Yes | |
| unknown | 70 |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 2.1596478 |
| Min length | 2 |
Characters and Unicode
| Total characters | 52000 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | Yes |
| 5th row | Yes |
Common Values
| Value | Count | Frequency (%) |
| No | 20514 | |
| Yes | 3494 | 14.5% |
| unknown | 70 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 20514 | |
| yes | 3494 | 14.5% |
| unknown | 70 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 20584 | |
| N | 20514 | |
| Y | 3494 | 6.7% |
| e | 3494 | 6.7% |
| s | 3494 | 6.7% |
| n | 210 | 0.4% |
| u | 70 | 0.1% |
| k | 70 | 0.1% |
| w | 70 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 27992 | |
| Uppercase Letter | 24008 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 20584 | |
| e | 3494 | 12.5% |
| s | 3494 | 12.5% |
| n | 210 | 0.8% |
| u | 70 | 0.3% |
| k | 70 | 0.3% |
| w | 70 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 20514 | |
| Y | 3494 | 14.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 20584 | |
| N | 20514 | |
| Y | 3494 | 6.7% |
| e | 3494 | 6.7% |
| s | 3494 | 6.7% |
| n | 210 | 0.4% |
| u | 70 | 0.1% |
| k | 70 | 0.1% |
| w | 70 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 52000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 20584 | |
| N | 20514 | |
| Y | 3494 | 6.7% |
| e | 3494 | 6.7% |
| s | 3494 | 6.7% |
| n | 210 | 0.4% |
| u | 70 | 0.1% |
| k | 70 | 0.1% |
| w | 70 | 0.1% |
Target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 24078 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 21163 | |
| 1 | 2915 | 12.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 21163 | |
| 1 | 2915 | 12.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 21163 | |
| 1 | 2915 | 12.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 21163 | |
| 1 | 2915 | 12.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 21163 | |
| 1 | 2915 | 12.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 21163 | |
| 1 | 2915 | 12.1% |
| StudentID | Attempted | Age | Internet | PercentageOfRepeats | PercentageOfHistDrop | NumberOfMajors | NumberOfUniqueMajors | CumGPALast | PercentageOfAbsence | Full | Dev | TermCode | MajorChangedFromLast | Ethnicity | Gender | IsHispanic | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| StudentID | 1.000 | -0.133 | -0.472 | 0.062 | -0.171 | -0.280 | -0.263 | -0.170 | 0.165 | -0.054 | 0.050 | 0.007 | 0.447 | 0.113 | 0.066 | 0.066 | 0.042 | 0.017 |
| Attempted | -0.133 | 1.000 | 0.265 | 0.377 | 0.111 | 0.099 | 0.180 | 0.221 | -0.078 | 0.081 | 0.901 | 0.125 | 0.065 | 0.159 | 0.049 | 0.054 | 0.026 | 0.161 |
| Age | -0.472 | 0.265 | 1.000 | -0.083 | 0.204 | 0.292 | 0.411 | 0.381 | -0.166 | 0.027 | 0.083 | 0.021 | 0.042 | 0.126 | 0.079 | 0.083 | 0.085 | 0.016 |
| Internet | 0.062 | 0.377 | -0.083 | 1.000 | 0.081 | 0.037 | 0.017 | -0.011 | 0.006 | 0.051 | 0.372 | 0.059 | 0.050 | 0.034 | 0.022 | 0.027 | 0.000 | 0.155 |
| PercentageOfRepeats | -0.171 | 0.111 | 0.204 | 0.081 | 1.000 | 0.338 | 0.141 | 0.076 | -0.341 | 0.260 | 0.216 | 0.159 | 0.044 | 0.057 | 0.034 | 0.017 | 0.032 | 0.156 |
| PercentageOfHistDrop | -0.280 | 0.099 | 0.292 | 0.037 | 0.338 | 1.000 | 0.291 | 0.219 | -0.286 | 0.173 | 0.029 | 0.090 | 0.032 | 0.084 | 0.015 | 0.010 | 0.006 | 0.122 |
| NumberOfMajors | -0.263 | 0.180 | 0.411 | 0.017 | 0.141 | 0.291 | 1.000 | 0.515 | -0.049 | -0.045 | 0.104 | 0.048 | 0.102 | 0.108 | 0.023 | 0.072 | 0.040 | 0.046 |
| NumberOfUniqueMajors | -0.170 | 0.221 | 0.381 | -0.011 | 0.076 | 0.219 | 0.515 | 1.000 | -0.104 | -0.025 | 0.140 | 0.029 | 0.124 | 0.493 | 0.030 | 0.035 | 0.029 | 0.033 |
| CumGPALast | 0.165 | -0.078 | -0.166 | 0.006 | -0.341 | -0.286 | -0.049 | -0.104 | 1.000 | -0.342 | 0.062 | 0.196 | 0.037 | 0.092 | 0.056 | 0.065 | 0.045 | 0.163 |
| PercentageOfAbsence | -0.054 | 0.081 | 0.027 | 0.051 | 0.260 | 0.173 | -0.045 | -0.025 | -0.342 | 1.000 | 0.049 | 0.158 | 0.033 | 0.043 | 0.026 | 0.049 | 0.022 | 0.272 |
| Full | 0.050 | 0.901 | 0.083 | 0.372 | 0.216 | 0.029 | 0.104 | 0.140 | 0.062 | 0.049 | 1.000 | 0.112 | 0.070 | 0.108 | 0.095 | 0.025 | 0.019 | 0.134 |
| Dev | 0.007 | 0.125 | 0.021 | 0.059 | 0.159 | 0.090 | 0.048 | 0.029 | 0.196 | 0.158 | 0.112 | 1.000 | 0.059 | 0.077 | 0.062 | 0.011 | 0.020 | 0.132 |
| TermCode | 0.447 | 0.065 | 0.042 | 0.050 | 0.044 | 0.032 | 0.102 | 0.124 | 0.037 | 0.033 | 0.070 | 0.059 | 1.000 | 0.122 | 0.036 | 0.049 | 0.051 | 0.085 |
| MajorChangedFromLast | 0.113 | 0.159 | 0.126 | 0.034 | 0.057 | 0.084 | 0.108 | 0.493 | 0.092 | 0.043 | 0.108 | 0.077 | 0.122 | 1.000 | 0.011 | 0.000 | 0.004 | 0.041 |
| Ethnicity | 0.066 | 0.049 | 0.079 | 0.022 | 0.034 | 0.015 | 0.023 | 0.030 | 0.056 | 0.026 | 0.095 | 0.062 | 0.036 | 0.011 | 1.000 | 0.075 | 0.697 | 0.044 |
| Gender | 0.066 | 0.054 | 0.083 | 0.027 | 0.017 | 0.010 | 0.072 | 0.035 | 0.065 | 0.049 | 0.025 | 0.011 | 0.049 | 0.000 | 0.075 | 1.000 | 0.020 | 0.006 |
| IsHispanic | 0.042 | 0.026 | 0.085 | 0.000 | 0.032 | 0.006 | 0.040 | 0.029 | 0.045 | 0.022 | 0.019 | 0.020 | 0.051 | 0.004 | 0.697 | 0.020 | 1.000 | 0.000 |
| Target | 0.017 | 0.161 | 0.016 | 0.155 | 0.156 | 0.122 | 0.046 | 0.033 | 0.163 | 0.272 | 0.134 | 0.132 | 0.085 | 0.041 | 0.044 | 0.006 | 0.000 | 1.000 |
| StudentID | Attempted | Full | Age | Dev | Internet | PercentageOfRepeats | PercentageOfHistDrop | TermCode | MajorChangedFromLast | NumberOfMajors | NumberOfUniqueMajors | CumGPALast | PercentageOfAbsence | Ethnicity | Gender | IsHispanic | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 101001184 | 16.0 | 1 | 27.0 | 0 | 0 | 0.250000 | 0.000000 | B17C | 0 | 3 | 1 | 2.6000 | 0.020000 | White, Non-Hispanic | Female | No | 0 |
| 1 | 101001184 | 10.0 | 0 | 28.0 | 1 | 0 | 0.000000 | 0.000000 | B18Q | 1 | 5 | 2 | 2.4286 | 0.230769 | White, Non-Hispanic | Female | No | 0 |
| 2 | 102001082 | 17.0 | 1 | 20.0 | 0 | 2 | 0.285714 | 0.047619 | B17C | 0 | 4 | 1 | 3.8478 | 0.090909 | White, Non-Hispanic | Female | No | 1 |
| 3 | 102002426 | 14.0 | 1 | 23.0 | 0 | 2 | 0.000000 | 0.111111 | B17C | 1 | 9 | 2 | 2.9057 | 0.236842 | Hispanic | Female | Yes | 0 |
| 4 | 102002426 | 15.0 | 1 | 25.0 | 0 | 5 | 0.000000 | 0.095238 | B19Q | 0 | 13 | 3 | 2.8833 | 0.000000 | Hispanic | Female | Yes | 0 |
| 5 | 102002757 | 9.0 | 0 | 30.0 | 0 | 0 | 1.000000 | 0.083333 | B17C | 0 | 11 | 1 | 3.3676 | 0.044444 | American Indian or Alaskan Native | Female | No | 0 |
| 6 | 102002757 | 8.0 | 0 | 30.0 | 0 | 0 | 0.000000 | 0.076923 | B17Q | 0 | 12 | 1 | 3.2917 | 0.088235 | American Indian or Alaskan Native | Female | No | 0 |
| 7 | 102002757 | 19.0 | 1 | 31.0 | 0 | 0 | 0.000000 | 0.073171 | B18C | 1 | 13 | 2 | 3.2917 | 0.078431 | American Indian or Alaskan Native | Female | No | 0 |
| 8 | 102002757 | 6.0 | 0 | 31.0 | 0 | 0 | 0.000000 | 0.062500 | B18Q | 1 | 15 | 2 | 3.2447 | 0.111111 | American Indian or Alaskan Native | Female | No | 0 |
| 9 | 102007458 | 13.0 | 0 | 22.0 | 0 | 0 | 0.000000 | 0.000000 | B17C | 0 | 4 | 1 | 0.9474 | 0.281250 | Hispanic | Male | Yes | 1 |
| StudentID | Attempted | Full | Age | Dev | Internet | PercentageOfRepeats | PercentageOfHistDrop | TermCode | MajorChangedFromLast | NumberOfMajors | NumberOfUniqueMajors | CumGPALast | PercentageOfAbsence | Ethnicity | Gender | IsHispanic | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24068 | 10112752012 | 12.0 | 1 | 19.0 | 0 | 0 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 2.75 | 0.056604 | White, Non-Hispanic | Male | unknown | 0 |
| 24069 | 10112752013 | 9.0 | 0 | 36.0 | 0 | 1 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 4.00 | 0.038462 | White, Non-Hispanic | Male | unknown | 0 |
| 24070 | 10112752014 | 12.0 | 1 | 42.0 | 0 | 1 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 4.00 | 0.052632 | White, Non-Hispanic | Male | No | 0 |
| 24071 | 10112752031 | 9.0 | 0 | 24.0 | 2 | 0 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 2.80 | 0.239130 | Hispanic | Male | Yes | 0 |
| 24072 | 10112752070 | 20.0 | 1 | 20.0 | 0 | 0 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 3.80 | 0.000000 | White, Non-Hispanic | Male | No | 0 |
| 24073 | 10112752072 | 20.0 | 1 | 33.0 | 0 | 0 | 0.0 | 0.0 | B23C | 0 | 3 | 1 | 4.00 | 0.000000 | White, Non-Hispanic | Male | No | 0 |
| 24074 | 10112752077 | 20.0 | 1 | 25.0 | 0 | 0 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 4.00 | 0.000000 | American Indian or Alaskan Native | Male | No | 0 |
| 24075 | 10112752099 | 20.0 | 1 | 29.0 | 0 | 0 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 3.80 | 0.000000 | White, Non-Hispanic | Male | No | 0 |
| 24076 | 10112752138 | 20.0 | 1 | 20.0 | 0 | 0 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 4.00 | 0.000000 | White, Non-Hispanic | Male | unknown | 0 |
| 24077 | 10112752140 | 9.0 | 0 | 24.0 | 1 | 0 | 0.0 | 0.0 | B23C | 0 | 2 | 1 | 4.00 | 0.294118 | White, Non-Hispanic | Male | unknown | 1 |